Category Archives: Coronavirus

Language is a virus from Outer Space that can help us Understand other Viruses

I came across this paper, Learning the language of viral evolution and escape, and I immediately thought of William S. Burrough’s concept that language is a virus from outer space.

Which was turned into a lovely piece by Laurie Anderson with the same name.

The abstract from the paper is fascinating:

The ability for viruses to mutate and evade the human immune system and cause infection, called viral escape, remains an obstacle to antiviral and vaccine development. Understanding the complex rules that govern escape could inform therapeutic design. We modeled viral escape with machine learning algorithms originally developed for human natural language. We identified escape mutations as those that preserve viral infectivity but cause a virus to look different to the immune system, akin to word changes that preserve a sentence’s grammaticality but change its meaning. With this approach, language models of influenza hemagglutinin, HIV-1 envelope glycoprotein (HIV Env), and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) Spike viral proteins can accurately predict structural escape patterns using sequence data alone. Our study represents a promising conceptual bridge between natural language and viral evolution.

So perhaps Burroughs (in 1962) and Anderson (in 1986) were really on to something that could change our thinking of viruses.

And as always, there are more questions than answers.

COVID-19 / Coronavirus dataset for Indiana

After seeing some journalists talk about the lack of a comprehensive dataset coming from the State, I did what I usually do in these situations and made some phone calls.

I called the main information line (317-233-1325) for the Indiana Department of Health.  I spoke to the extremely nice and helpful administrator who said it would probably be best if I spoke with Megan Wade-Taxter.  She didn’t answer, but I did leave a voicemail.

Megan is the Media Relations Coordinator, Office of Public Affairs for the Indiana State Department of Health.

Megan Wade-Taxter
Media Relations Coordinator, Office of Public Affairs
317-233-7104
mewadetaxter@isdh.in.gov

While that was simmering, I read that Nikki Kelli stated that some of the data was embedded in the News Releases from the ISHD.

Meanwhile, I also tapped some development friends to make a simple script to parse out the data from the same news releases.

Of course it only took a few minutes to get a working one from my friend Zachary (his GitHub).  Thank you again, Blackary!

I then took an hour and launched this Google Sheet, Indiana COVID-19 / Coronavirus Open Dataset, that houses the information.

I heard back later in the day from the Joint Information Center.  As of this morning on March 29th, I have not seen any additional data made available.

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